Resilience of native ant community against invasion of exotic ants after anthropogenic disturbances of forest habitats

Abstract The positive association between disturbances and biological invasions is a widely observed ecological pattern in the Anthropocene. Such patterns have been hypothesized to be driven by the superior competitive ability of invaders or by modified environments, as well as by the interaction of these factors. An experimental study that tests these hypotheses is usually less feasible, especially in protected nature areas. An alternative approach is to focus on community resilience over time after the anthropogenic disturbance of habitats. Here, we focused on ant communities within a forest to examine their responses after disturbance over time. We selected the Yanbaru region of northern Okinawa Island, which is a biodiversity hotspot in East Asia. We compared ant communities among roadside environments in forests where the road age differed from 5 to 25 years. We also monitored the ant communities before and after disturbance from forest thinning. We found that the species richness and abundance of exotic ants were higher in recently disturbed environments (roadsides of 5–15 years old roads), where the physical environment was warmer and drier. In contrast, the roadsides of 25‐year‐old roads indicated the potential recovery of the physical environment with cooler and moister conditions, likely owing to regrowth of roadside vegetation. At these sites, there were few exotic ants, except for those immediately adjacent to the road. The population density of the invasive species Technoymex brunneus substantially increased 1–2 years after forest thinning. There was no evidence of the exclusion of native ants by exotic ants that were recorded after disturbance. Our results suggest that local ant communities in the Yanbaru forests have some resilience to disturbance. We suggest that restoration of environmental components is a better strategy for maintaining native ant communities, rather than removing exotic ants after anthropogenic disturbance.


| INTRODUC TI ON
The resilience of ecological communities is an important concept in the Anthropocene for biodiversity conservation. Invasion by exotic species is one of the main causes of biodiversity loss worldwide (Bellard et al., 2016;Vitousek et al., 1996;Wilcove et al., 1998). This is based on empirical data showing a negative relationship for species richness and abundance between exotic and native species. The exclusion of native species is caused by the superior competitive ability of exotic species, known as the "driver" hypothesis. This relates to ecological mechanisms, such as release from natural enemies (Mitchell & Power, 2003;Torchin et al., 2003;Wang et al., 2009), the use of empty niches that native species do not use (Elton, 1958;Shea & Chesson, 2002;Wang et al., 2009), and the possession of novel weapons against which native species have no resistance (Wang et al., 2009). However, some researchers have different views on biological invasions, suggesting that if exotic species have superior competitive abilities over native species, they ought to dominate any habitats that they can potentially inhabit (Didham et al., 2005;Gurevitch & Padilla, 2004;Hackerott et al., 2013). However, empirical evidence demonstrates that exotic species in introduced areas tend to show disturbance dependence.
They usually become dominant in artificially modified environments, such as urban parks, roadsides, and agro-ecosystems (Didham et al., 2005;Gurevitch & Padilla, 2004;Jauni et al., 2015). This has led to the idea that the invasion of an exotic species is not due to its superior competitive ability, but also the interaction between environmental disturbance and competition, known as the "back-seat driver" hypothesis (Bauer, 2012). The removal of dominant native competitors through disturbance (Shea & Chesson, 2002) and/or the unstable equilibrium in which disturbance triggers the shift from a native ant-dominated equilibrium to an exotic ant-dominated equilibrium (Gause, 1935) can fall into this category. Some authors have suggested that the disturbance is the direct cause of the invasion, which is known as the "passenger" hypothesis (MacDougall & Turkington, 2005).
Under this scenario, it can be hypothesized that disturbance modifies the physical environment, such as temperature and moisture, leading to suitable conditions for an invader to flourish.
There have been many discussions about the causal relationship between biological invasions and anthropogenic disturbance, and it is often difficult to empirically disentangle the driving factors (MacDougall & Turkington, 2005;Murray & Phillips, 2010;Salyer et al., 2014;Weir & Salice, 2012). However, the relative importance of competitive ability and environmental modification for invasion success is especially important for policy decisions regarding local biodiversity protection. If the back-seat driver hypothesis is valid, conservation measures should focus on direct control of invasive species and restoration of environmental properties. If the passenger hypothesis is valid, it may be more important to restore the habitat than to control the invader population (Bauer, 2012). By physically restoring the habitat to its pre-disturbance condition, the native community may also show resilience.
To examine this issue, we focused on ant communities. Ants are dominant in many terrestrial ecosystems and exotic ants can have a substantial impact on native biodiversity (Holway et al., 2002). A positive relationship between exotic species dominance and disturbance has also been established for ants (Arnan et al., 2018;Holway et al., 2002;Menke et al., 2018). Although competitive interaction is regarded as a hallmark of ant communities (Hölldobler & Wilson, 1990), alternative views on the disturbance-driven establishment of invasive ants have also been explored (Bauer, 2012;Foucaud et al., 2010;King & Tschinkel, 2008;LeBrun et al., 2012;Roura-Pascual et al., 2010;Stuhler & Orrock, 2016;Vonshak & Gordon, 2015). King and Tschinkel (2008) provided empirical evidence that artificial modification of the environment causes the settlement of the red imported fire ant, Solenopsis invicta (Stuble et al., 2011;Roeder et al., 2021).
Dependent colony-founding (fission and budding) is a characteristic of many invasive ants and is considered an important factor for rapid expansion in disturbed areas (Blumenfeld et al., 2021;Nakamaru et al., 2007Nakamaru et al., , 2014Tsuji & Tsuji, 1996). It is often difficult to decouple factors involved in disturbance and invasion in observation-based empirical studies. Therefore, an experimental approach, such as habitat disturbance is also needed (Goodman & Warren II, 2019;King & Tschinkel, 2008MacDougall & Turkington, 2005).
We used a semi-experimental approach that focused on anthropogenic disturbance caused by governmental activities, rather than those planned by the researchers. We selected the Yanbaru region of northern Okinawa Island, Japan, as the study site. This area was designated as a national park in 2015 and as a Natural World Heritage Site in 2021. Yanbaru is of considerable interest in the study of community resilience. Although there are extensive forests with large areas of wilderness, most of these have been subjected to logging or other artificial modifications in the past (Abe et al., 2021). A large number of spectacular endemic animals, such as the Okinawa Rail (Gallirallus okinawae) and Okinawa Woodpecker (Dendrocopos noguchii) still inhabit the area, with no faunal species extinctions reported to date. This may suggest community resilience to human modification of the environment.
Multiple exotic ants have already invaded the region (Suwabe et al., 2009;Tanaka et al., 2011;Yamauchi & Ogata, 1995), including Pheidole megacephala and Anoplolepis gracilipes, which are rated by the International Union for the Conservation of Nature (IUCN) as being among the 100 most invasive species worldwide. Yamauchi and Ogata (1995) reported that in Yanbaru, exotic ants tend to be rare in old forest stands where large trees are present with breast height diameters that exceed 50 cm, in comparison with younger forests and open lands. In old forest stands

T A X O N O M Y C L A S S I F I C A T I O N
Community ecology; Conservation ecology in Yanbaru, exotic ants are common in roadside environments along paved roads (Suwabe et al., 2009;Tanaka et al., 2011). This suggests that road construction may negatively impact the biodiversity of native ants. Therefore, it is important to investigate whether native ant communities will show resilience to this environmental modification through road construction.
We compared species richness and abundance for exotic and native ants among roadside environments in forested areas in Yanbaru, where the time since road construction varied from approximately 5-25 years. We focused on whether invasion by exotic ants would continue to expand in roadside environments following road construction and whether native ant communities in roadside environments would show resilience over time. We monitored changes in ant communities in the same plot before and after forest thinning over 7 years to examine whether changes in the ant communities could be directly observed.
F I G U R E 1 Experimental sites and procedures of the field survey (the Yanbaru region in the northern part of Okinawa Island, Japan). (a) Study sites of the roadside transect study. Blue, red, and yellow circles indicate 5, 15, and 25 years since road construction, respectively (left panel). Study sites for examining the effects of forest thinning on the ant community. Yellow and blue circles indicate thinned and control sites, respectively (right panel). (b) The setting design of the line transects in a site of the roadside transect study. Black circles indicate the positions of the traps (survey points). In this survey, we focused on three value types to evaluate the ant community. We used the number of ant individuals collected using a pitfall trap at each specific survey point as the record of ant abundance. The total number of ant species collected using two bait pitfall traps and a pitfall trap at a survey point was used as the species richness 2 | MATERIAL S AND ME THODS

| Roadside transect study
The field survey for the roadside transect study was undertaken twice in a forested area in the northern part of Okinawa Island (Yanbaru). The first field survey was conducted in June 2005 and the second field survey was undertaken in October 2006 (Figure 1a).
We were permitted to study the surrounding environments of six paved forest roads that had been constructed in different years (two each that were 5, 15, and 25 years old) as study sites (Figure 1 and Table S1). The environment along these roads was forest stands that had not been widely cut for more than 50 years. Note that there were no other suitable study sites other than those surveyed. Forest stands older than 50 years are rare and the management of the areas selected was under the control of the local government. However, the backgrounds of these six sites may not have been randomized. At each site along the forest roads, we established five transects at least 50 m apart, with each transect extending 20 m from the road into the forest interior ( Figure 1b). Preliminary measurements indicated that the mean temperature and relative humidity of the forest interior were nearly constant when the distance from the forest edge was 20 m or greater ( Figure S1). Therefore, this transect length was considered sufficient to investigate the relationship between the physical condition of the environment and the ant community along the environmental gradient.
In each transect, we set five survey points at 5-m intervals (0, 5, 10, 15, and 20 m inside the forest; Figure 1b; Table S1), with a total of 25 survey points at each study site. We collected ants by placing a pitfall trap and two food bait traps at each survey point.
We used plastic vials (h = 14 cm, φ = 50.7 mm) containing approximately 50 ml of ethylene glycol with 2% formaldehyde as pitfall traps. Each vial was buried in the ground with its top edge level with the ground surface. The opening of each vial was covered with a plastic roof to avoid flooding by the rain. One week later, we collected the pitfall traps and immediately placed two food bait traps at each point. Each food bait trap comprised aluminum foil (6 × 6 cm) with 0.5 g of tuna and honey mixture (2:3 w/w).
One food bait trap was placed on the ground and the other was placed on a tree approximately 2 m from the ground on the tree trunk closest to the study point. After 30 min, the bait traps were collected. Ants attracted to the tree traps were collected using an aspirator, whereas all the ground bait traps were quickly and carefully placed together into a plastic bag along with the ants using tweezers. These procedures enabled us to collect both the dominant and subordinate ants that were attracted to the bait (Suwabe et al., 2009). All the captured ants were identified in the laboratory using the Japanese Ant Database 2003. The species were categorized as native and exotic ants according to the antmap.org (Guénard et al., 2017) database (Table S2). During the bait-trapping process, the disturbance involved in collecting the traps made it difficult to precisely count the number of individuals of each species, so only the presence or absence of species was recorded.

| Effects of forest thinning on environmental conditions and the ant community
We also monitored temporal changes in the ant community in the same areas before and after the disturbance, with a focus on a deforestation project undertaken by the local government. The forest areas studied comprised an old forest stand that had not been widely cut for more than 50 years. For the thinning plot, we chose a site that had been thinned by the government in June 2005. The thinning had been undertaken in accordance with the thinning procedure guidelines of the Okinawa Prefecture. This involved selective removal of slow-growing understory trees with a diameter at breast height of less than 3 cm. A potential problem with this public works project has been highlighted (Itô et al., 2000). We had no additional thinning plots to include in the study because the management of the areas selected for the study was controlled by the local government. Six control plots (non-thinning) were chosen in the same forest at distances from 1.5 to 13.8 km away from the thinning plot ( Figure 1a and Table S1). In the thinning plot, four transects of 30 m in length were established in the forest interior (approximately 20 m from a paved road) at 10-m intervals. Seven survey points were set along each transect at 5-m intervals (total N = 28 survey points). In each control plot, we set a 20-m transect along which five survey points were established at 5-m intervals (total N = 30 survey points in six plots). The ant community was surveyed using a pitfall trap and two bait traps using the same methods as the roadside transect study. Data were collected once before thinning (June 2005) and three times after thinning (November 2006(November , 2007(November , and 2012. We set a total of 28 pitfalls and 56 bait traps in the thinning plot and 30 pitfall traps and 60 bait traps in the control plot each year. Given that we had only one thinning plot, the data were summarized in a table, but statistical testing was avoided.

| Changes in the abiotic environment after road construction
To analyze the effects of distance and road age on abiotic environmental factors, we constructed linear models (LMs). We set temperature or relative humidity as the response variable, and distance, road age, and their interaction as explanatory variables. The sampling year was set as a block factor.

| Roadside transects
We checked the spatial autocorrelation between the adjacent transects within each study site. Using all the combinations for two adjacent transects (N = 5; see also the horizontal lines in Figure 1b), we paired two survey points in the same distance from the road (N = 25).
To evaluate autocorrelation, we separated the ant community by the year, site, and ant category (Tables S3 and S4) (Table S4). Therefore, when regarding each survey point as the sample unit, all the data were used for the analysis. To elucidate the factors that affect species richness and ant abundance, we applied a general linear model (GLM). This analysis was performed separately for native and exotic ant species for each trap type. The response variable was species richness or ant abundance, and the explanatory variables were road age, distance from the road, and the interaction between road age and distance. We set the sampling year as a block factor. We also evaluated the site-specific effect of distance from the road on species richness and abundance by constructing other models. We had two sites for each road of the same age and the transects were spatially clustered according to these sites. The response variable was abundance or species richness, and the explanatory variables were site, distance from the road, the interaction between site and distance, with year as a block factor. We focused only on the interaction between the site and distance from the road.
For the statistical analyses, we checked the overdispersion of the models using function testDispersion in the DHARMa package (Hartig, 2020). All the effect sizes and pseudo R 2 values for the GLM (Nagelkerke, 1991) were calculated using the r.squaredLR function in the MuMIn package (Bartoń, 2020). The fixed effects of the models were tested using a Type II ANOVA, and p values were calculated based on the χ 2 values. All the statistical analyses were performed using R ver. 3.5.0 (R Development Core Team, 2010).

| Relationship between the abiotic environment and the road age
Temperature and relative humidity varied with distance from the road and with the age of the road. The temperature at 30 cm above the ground significantly declined with increasing distance from the road and road age (LM; χ 2 = 42.57, p < .001; Figure 2a). The temperature of the 25-year-old roadside was significantly lower than that of the 15-and 5-year-old roadsides (χ 2 = 42.57, p < .001; Figure 2a).
The interaction between the distance and road age was not statistically significant (χ 2 = 0.90, p = .344; Figure 2a). Relative humidity F I G U R E 2 (a) Temperature and (b) relative humidity in the roadside environments and their association with time elapsed (years) since the road construction and with distance from the road edge significantly increased with increasing distance from the road and was higher for the 15-and 25-year-old roadsides than the 5-year-old roadside (distance: χ 2 = 54.092, p < .001; road age: χ 2 = 13.614, p < .001; Figure 2b). However, this interaction was not statistically significant (χ 2 = 0.052, p = .820). These results suggest that the disturbance caused by road construction made the forest floor environments at the roadsides dryer and warmer for at least 15 years after road construction. At 25 years after road construction, the roadside environments were recovering, once again becoming cooler and more humid, except immediately adjacent to the road. All the statistical values are summarized in Table S5.

| Effects of distance from the forest edge and number of years since road construction on ant species richness
A total of 46 ant species, belonging to seven subfamilies and 28 genera, were collected using pitfall and bait traps that were set on the ground and tree trunks along the roadside transects. They comprised nine exotic and 34 native ant species (Table S2).
We analyzed the effect of road age and distance from the road on species richness using pitfall trap data. The species richness of the exotic ants was significantly lower for the old road (25 years old) than for the younger roads (5 and 15 years old) (GLM with Poisson error distribution; age: χ 2 = 22.472, p < .001; Figure 3a). Distance from the road had a negative effect on the richness of exotic species, with more exotic species closer to the edge (χ 2 = 16.632, p < .001; Figure 3a). In the forest interior (20 m away from the road) of the old road (25-year-old) sites, almost no exotic ants were found. However, the interaction effect of distance from the road and road age on exotic species richness was not significant (χ 2 = 0.097, p = .755; Figure 3a). The species richness of exotic ants was higher for the 2006 survey than for the 2005 survey (χ 2 = 6.123, p = .013). The species richness of native ants was negatively affected by distance from the road, with more species closer to the edge than in the forest interior (GLM with Poisson distribution: distance: χ 2 = 22.326, p < .001; Figure 3a). The road age and interaction effects of these factors were non-significant for native species (road age: χ 2 = 1.634, We performed a similar analysis for species richness using the bait trap data. Almost no exotic ants were detected on the 25-year-old road, and the species richness of exotic ants was negatively correlated with road age (GLM with Poisson error distribution; age: χ 2 = 6.425, p = .011; Figure 3b). Neither the distance from the road nor its interaction with road age had a significant effect on the species richness of exotic ants (distance: χ 2 = 2.953, p = .086; interaction: χ 2 = 1.975, p = .160; Figure 3b). In contrast to the pitfall trap data, the survey year had no effect on the species richness of the exotic ants (χ 2 = 1.683, p = .195). The species richness of native ants had a statistically significant positive correlation with road age, but did not correlate with the distance from the road (GLM with Poisson distribution: distance: χ 2 = 0.360, p = .548; age: χ 2 = 4.975, p = .026; interaction: χ 2 = 1.299, In summary, more exotic ant species were found on the roadsides of young roads than on old roads, and the native ants had the opposite tendency, which was more pronounced for the bait trap data. Species richness was higher in the vicinity of the road than in the forest interior, regardless of whether the ants were native or exotic. This was with the exception of the native ant species richness data in the bait traps that had no significant correlation with distance from the road.
The abundance of native ants was significantly higher at the forest edge than in the forest interior and was negatively correlated with road age (GLM with negative binomial error distribution: distance: χ 2 = 16.243, p < .001; age: χ 2 = 5.314, p = .021; Figure 4c). However, the effect of the distance-road age interaction was not statistically significant (χ 2 = 0.010, p = .919; Figure 4c). Native ant abundance was significantly higher in 2005 than in 2006 (χ 2 = 33.217, p < .001).
We also found site-specificity in the relationship with distance (χ 2 = 12.701, p = .026). The distance-dependent tendencies were not found at some sites, including the 5-and 15-year-old roadsides ( Figure 4d). The statistics are summarized in Table S8. The statistics for the site-specificity analysis are shown only in this section but not in the table.
Our data indicated that exotic and native ants were more abundant in the roadside environments of younger roads, whereas the abundance of native species was higher at the forest edge than in the interior, regardless of the road age. However, for native ants, the results of the distance dependency analysis should be interpreted carefully because site-specific effects were detected. F I G U R E 3 Effects of elapsed time (years) since the road construction and the distance from the road edge on species richness of exotic and native species. The species richness measurements by (a) pitfall traps and (b) bait traps were presented separately F I G U R E 4 Effects of elapsed time (years) since the road construction and distance from the road edge on abundance of (a) exotic and (c) native species using the data from the pitfall traps. The data are represented by each site for (b) exotic and (d) native ants

| Effect of forest thinning on physical condition of the environment and on the ant species richness
After forest thinning in 2006 and 2007, we found a substantial increase in the occurrence of T. brunneus, which was the only exotic ant observed in the thinned plot. However, in the control plots, the occurrence of T. brunneus was consistently low (Table 1a). In the thinned plot, T. brunneus was found at all points in 2007. However, in 2012, it was observed at only 14 of the 28 points (Table 1a). In contrast to the population dynamics of T. brunneus in the thinning plots, the species richness and abundance of native ants were almost constant throughout the study period (Table 1a). We also monitored changes in the abiotic environment over time after thinning. Thinning changed the environment on the forest floor with an increase in temperature and a decrease in moisture availability.
However, by 2012 the environment had recovered to its original state (Table 1b).

| Potential resilience of the native ant community
Our comparative study in the Yanbaru forests, where forest stands were older than 50 years, suggested that the construction of paved roads created warmer and drier roadside environments. The environmental gradient extended to cooler and moister forest interiors. The effects of forest disturbance on local conditions lasted for at least 15 years after road construction. However, after 25 years, the physical conditions of the roadside environments could likely recover, except the areas immediately adjacent to the road (Figure 2).

Enoki et al. (2014) also compared roadside environments in Yanbaru
and reported a similar recovery 20 years after road construction.
The recovery of vegetation, especially through the lateral extension of branches, led to canopy reclosure. In our study, tree branches overhanging the road were only observed along roads older than 25 years old.
Ant communities also appear to be related to these environmental gradients. The species richness and potentially the abundance of exotic ants were higher in the roadside environments, especially immediately adjacent to the roadsides of young roads, where the physical effect of environmental disturbance (being warmer and drier) was prominent. However, on the roadsides of the 25-year-old roads, almost no exotic ants were collected (Figure 3a,b). The species richness of the native ants was not affected by road age, but was even higher at the forest edge than in the forest interior (Figure 3a,b).
Experimental thinning inside and not at the edge of the forest led to an immediate "outbreak" after one or two years of the exotic ant, (Table 1). This "outbreak" seemed to have settled 7 years after thinning. During this "outbreak," the species richness of the native ants was almost constant ( Table 1). These data lead to the hypothesis that in the Yanbaru forest, native ant communities have a degree of resilience to anthropogenic disturbances such as road construction and thinning. The disturbance from the road construction led to the recruitment of exotic ants, while the native ant community showed "recovery," a long time after the disturbance. However, our resilience hypothesis would have to be tested in studies where the same roadside environment is observed for years after the road was opened.

T. brunneus
Our hypothesis implies that to control the spread of exotic ants in the Yanbaru forest, it is more effective to restore the habitats to their pre-disturbance state than to directly control the exotic TA B L E 1 Summary of the results of the forest thinning over time. (a) Species richness and abundance of native ants and the occurrence frequency of Technomyrmex brunneus. (b) Environmental factors: Our survey was carried out once before forest thinning (2005) and three times after forest thinning (2006, 2007, and 2012)

| Mechanisms of disturbed habitat dependence in exotic ants
Exotic ants increased in richness and/or abundance after road construction and forest thinning, although this effect may be temporary.
The disturbance dependence of exotic species was also confirmed in this study. Many authors have discussed the mechanism underlying the disturbance dependence of invasive species, including ants (see Section 1). Although the precise mechanism remains unclear, our results provide some insights. The native ant species did not decrease in the disturbed environment where exotic ants were common. The absence of a negative relationship suggests that the removal of the dominant native competitors is irrelevant to the observed prevalence of exotic ants in disturbed habitats.
A potential mechanism is that anthropogenic disturbance modifies the physical environment to be more suitable for exotic ants.
The high temperature and low humidity in the disturbed habitats may improve conditions for exotic species to thrive. Among the exotic species observed, Paratrechina longicoronis, Pheidole fervens, Anoplolepis gracilipes, Tetramorium bicarinatum, Cardiocondyla kagutsuchi, Nylanderia amia, and Pheidole parva originated in more tropical regions at lower latitudes than at Okinawa ( Table 2).
Another potential mechanism is that the life history or behavioral characteristics shared by exotic species promote their prevalence in disturbed habitats through the interaction between traits and disturbance. In addition to dwelling in disturbed habitats, several other traits are found more frequently in exotic ant species than in native species (Bertelsmeier et al., 2017;Passera, 1994).
Polygyny increases the chance of a colony propagule containing a TA B L E 2 Ecological characteristics of exotic ants found in the study  Yamauchi et al. (1991) reproductive queen (Buczkowski, 2010;Hölldobler & Wilson, 1977;Linksvayer & Janssen, 2009), leading to a higher probability of colony founding by chance (dependent colony founding). Tsuji and Tsuji (1996) developed a mathematical model that proposed another general ecological advantage of dependent colony founding in frequently disturbed habitats, namely faster population growth. The advantages of dependent colony founding can exceed costs, such as local saturation due to limited dispersal, under a specific disturbance regime (Nakamaru et al., 2007(Nakamaru et al., , 2014.

| Resource competition and disturbance
At the forest edge, the richness of native species was not negatively associated with the richness of exotic species. The pitfall trapping data suggested that the overall abundance of ants increased at the forest edge (Figure 4a,c).
Heterogeneity in physical environments (Lawton, 1983) created by the presumed intermediate-level disturbance due to road construction (Connell, 1978) may have led to the coexistence of more ant species at the forest edge. The enrichment of resources may have also been related to this change. At roadsides, the light conditions on the forest floor are improved (Griffis et al., 2001;Thomas et al., 1999), allowing vegetation such as grass and herbs to increase the biomass and diversity (Thibodeau et al., 2000;Weng et al., 2007).
In ecosystems dominated by herbaceous plants, the flow of primary production to herbivory is greater than that in forests dominated by woody plants (Begon et al., 2006). As a result, the richness and abundance of arthropods at the forest edge may have increased, leading to an increase in the abundance and diversity of ants hunting these arthropods (Maleque et al., 2007a(Maleque et al., , 2007bOhsawa, 2004;Taki et al., 2010). Within the lower vegetation along the roadsides of Yanbaru, the availability of food resources from honeydewproducing insects (Tanaka et al., 2011) and extrafloral nectary plants (Katayama & Tsuji, 2010) is higher than that on the floor of the forest interior, where the stand has developed over a longer time (Tanaka et al., 2019). These food resources are consumed by exotic (Styrsky & Eubanks, 2006;Tanaka et al., 2011) and native ants (Katayama & Tsuji, 2010), which may have positively affected the diversity and abundance of the exotic ants (Helms & Vinson, 2002;Helms & Vinson, 2008) and ants in general (Davidson, 1997;Davidson et al., 2003).

| Ant dispersal strategies and anthropogenic disturbance
Among the nine exotic ants, T. brunneus occurred relatively frequently inside the forest (Table S2). This species is native to southern Asia and has recently expanded its distribution north to many islands, showing invasiveness on some islands such as Hachiojima (Putri et al., 2021). Although the survey sample size was small (one site for forest thinning; see Section 2), an outbreak of T. brunneus occurred at the thinning site (Table 1). This difference from other exotic ants, which were found only on roadsides, likely reflects the dispersal strategies of T. brunneus. As noted, T. brunneus can perform independent and dependent colony formation. Alates can disperse over long distances and can, therefore, find a colony in the forest interior. Nests of T. brunneus are often found in the middle of the forest in dry, dead wood, especially in naturally disturbed habitats such as gaps or windy ridges (K. Tsuji, personal observation). These isolated colonies in the forest interior were highly likely to have been found with alate queens. When the forest was disturbed by thinning, it is likely that these small artificial gaps were quickly occupied by T. brunneus through budding from a prior existing colony with low abundance in the middle of the forest. Quick budding is easy for mature T. brunneus colonies because these nests contain many wingless reproductives (Yamauchi et al., 1991). The other exotic ants are all polygynous and polydomous, and their main mode of colony foundation is most likely dependent founding, although they have alate queens. Because they are only dispersed on foot, they are likely unable to reach an isolated gap deep in the forest. Instead, they expand their distribution along roadside disturbed habitats that are suitable for exotic ants to flourish. Corridors that connect suitable habitats for exotic ants can aid in their spread (Holway, 2005;Resasco et al., 2014). The paved roads act as spatially connected corridors for exotic ants to facilitate the expansion of their distribution. It is vital that further construction of paved roads is avoided in the Yanbaru Forest.

AUTH O R CO NTR I B UTI O N S
Mayuko Suwabe: Investigation (lead); methodology (equal).

ACK N OWLED G M ENTS
We thank Shingo Taniguchi for supporting this study. We also thank Evan P. Economo for his helpful comments on the manuscript. We thank Editor C. R. Smith and two anonymous reviewers.

CO N FLI C T O F I NTE R E S T
The authors declare no competing interests.

DATA AVA I L A B I L I T Y S TAT E M E N T
All data and R script used to analyses in this study is deposited in the Supplementary materials in this journal.